AAIR AI Risk Governance And Framework Integration Practice Question
A bank's AI Governance policy requires a 'bias test' for all customer-facing models. What is the most important element to document in the audit trail?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
The test methodology, criteria for success, and the specific mitigation steps taken.
Documenting the bias test methodology and results is essential to demonstrate due diligence to regulators.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
The number of hours the test took to run.
Why it's wrong here
Execution time is an operational metric, not a governance artifact.
- ✓
The test methodology, criteria for success, and the specific mitigation steps taken.
Why this is correct
This provides the 'proof' of due diligence and governance compliance.
- ✗
The salary of the testers.
Why it's wrong here
Financial compensation is irrelevant to the audit of bias testing.
- ✗
The name of the software used for the test.
Why it's wrong here
While useful, it is secondary to the results and methodology.
About these practice questions
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JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official ISACA exam blueprint
This AAIR practice question is part of Courseiva's free ISACA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AAIR exam.